Integrated Field Development Planning and Drilling Engineering: A Model for Reserves Growth and Appraisal-to-Production Transition

Authors(3) :-Joshua Emeka Ozor, Oludayo Sofoluwe, Dazok Donald Jambol

This paper presents a comprehensive conceptual model that integrates field development planning with drilling engineering to optimize reserves growth and facilitate a seamless transition from appraisal to production. Recognizing the increasing complexity of hydrocarbon fields and the operational challenges inherent in coordinating appraisal and production activities, the model offers a structured framework that aligns geological data, drilling parameters, and production forecasts. By bridging these domains, the model enhances decision-making processes, supports adaptive management, and promotes operational efficiency throughout the field lifecycle. Key theoretical foundations related to reserves growth mechanisms and appraisal-to-production dynamics underpin the model’s architecture, which includes core modules for appraisal optimization, drilling scheduling, and production alignment. Practical implementation considerations highlight the importance of data management, organizational collaboration, and continuous improvement. The model’s strategic implications encompass improved resource management, cost reduction, and production optimization, while future development directions point toward digital integration and multi-disciplinary collaboration. This holistic approach aims to maximize asset value and ensure resilient, economically viable field development.

Authors and Affiliations

Joshua Emeka Ozor
First Hydrocarbon, Nigeria
Oludayo Sofoluwe
TotalEnergies Nigeria
Dazok Donald Jambol
Shell Petroleum Development Company of Nigeria Ltd, Nigeria

Reserves Growth, Field Development Planning, Drilling Engineering Integration, Appraisal-to-Production Transition, Operational Efficiency, Adaptive Management

  1. A. C. Mgbame, O.-E. E. Akpe, A. A. Abayomi, E. Ogbuefi, and O. O. Adeyelu, "Sustainable Process Improvements through AI-Assisted BI Systems in Service Industries."
  2. O. e. E. Akpe, D. Kisina, S. Owoade, A. C. Uzoka, B. C. Ubanadu, and A. I. Daraojimba, "Systematic Review of Application Modernization Strategies Using Modular and Service-Oriented Design Principles," 2022.
  3. L. Yang, W. Shenghe, H. Jiagen, and L. Jianmin, "Progress and prospects of reservoir development geology," Petroleum Exploration and Development, vol. 44, no. 4, pp. 603-614, 2017.
  4. M. Seyyedattar, S. Zendehboudi, and S. Butt, "Technical and non-technical challenges of development of offshore petroleum reservoirs: Characterization and production," Natural Resources Research, vol. 29, no. 3, pp. 2147-2189, 2020.
  5. Y. Shiyi and W. Qiang, "New progress and prospect of oilfields development technologies in China," Petroleum exploration and development, vol. 45, no. 4, pp. 698-711, 2018.
  6. V. Alvarado and E. Manrique, Enhanced oil recovery: field planning and development strategies. Gulf Professional Publishing, 2010.
  7. Z. Caineng et al., "Concept, technology and practice of “man-made reservoirs” development," Petroleum Exploration and Development, vol. 44, no. 1, pp. 146-158, 2017.
  8. X. Li et al., "High-quality development of ultra-deep large gas fields in China: Challenges, strategies and proposals," Natural Gas Industry B, vol. 7, no. 5, pp. 505-513, 2020.
  9. V. Tamraparani, "A Practical Approach to Model Risk Management and Governance in Insurance: A Practitioner’s Perspective," Journal of Computational Analysis and Applications, vol. 27, no. 7, 2019.
  10. A. Castillo and D. F. Gayme, "Grid-scale energy storage applications in renewable energy integration: A survey," Energy Conversion and Management, vol. 87, pp. 885-894, 2014.
  11. A. Y. Onifade, J. C. Ogeawuchi, and A. A. Abayomi, "Scaling AI-Driven Sales Analytics for Predicting Consumer Behavior and Enhancing Data-Driven Business Decisions."
  12. I. N. Dienagha, F. O. Onyeke, W. N. Digitemie, and M. Adekunle, "Strategic reviews of greenfield gas projects in Africa: Lessons learned for expanding regional energy infrastructure and security," 2021.
  13. O. Ilori, C. I. Lawal, S. C. Friday, N. J. Isibor, and E. C. Chukwuma-Eke, "The Role of Data Visualization and Forensic Technology in Enhancing Audit Effectiveness: A Research Synthesis," J. Front. Multidiscip. Res, vol. 3, no. 1, pp. 188-200, 2022.
  14. A. E. Onalaja and B. O. Otokiti, "The Role of Strategic Brand Positioning in Driving Business Growth and Competitive Advantage."
  15. K. Glanz, S. L. Handy, K. E. Henderson, S. J. Slater, E. L. Davis, and L. M. Powell, "Built environment assessment: multidisciplinary perspectives," SSM-Population Health, vol. 2, pp. 24-31, 2016.
  16. J. P. Venot, C. de Fraiture, and E. Nti Acheampong, "Revisiting dominant notions: a review of costs, performance and institutions of small reservoirs in sub-Saharan Africa," 2012.
  17. N. C. Nanda, Seismic data interpretation and evaluation for hydrocarbon exploration and production. Springer, 2021.
  18. J. M. Waller, B. H. Parker, K. L. Hodges, E. R. Burke, and J. L. Walker, "Nondestructive evaluation of additive manufacturing state-of-the-discipline report," 2014.
  19. S. Lahiri and J. Saltz, "The risk management process for data science: gaps in current practices," 2022.
  20. G. Beroggi and W. A. Wallace, Operational risk management: the integration of decision, communications, and multimedia technologies. Springer Science & Business Media, 2012.
  21. T. St John, "Communication of risk and opportunity in geotechnical engineering."
  22. Z. Caineng et al., "Concepts, characteristics, potential and technology of unconventional hydrocarbons: On unconventional petroleum geology," Petroleum Exploration and Development, vol. 40, no. 4, pp. 413-428, 2013.
  23. T. Muther et al., "Unconventional hydrocarbon resources: geological statistics, petrophysical characterization, and field development strategies," Journal of Petroleum Exploration and Production Technology, vol. 12, no. 6, pp. 1463-1488, 2022.
  24. O. Tolmachev, A. Urunov, S. Muminova, G. Dvoichenkova, and I. Davydov, "Review of unconventional hydrocarbon resources: production technologies and opportunities for development," Mining of mineral deposits, 2020.
  25. C. McGlade, "A review of the uncertainties in estimates of global oil resources," Energy, vol. 47, no. 1, pp. 262-270, 2012.
  26. A. Y. Mustapha, E. C. Chianumba, A. Y. Forkuo, D. Osamika, and L. S. Komi, "Systematic Review of Mobile Health (mHealth) Applications for Infectious Disease Surveillance in Developing Countries," Methodology, p. 66, 2018.
  27. A. ODETUNDE, B. I. ADEKUNLE, and J. C. OGEAWUCHI, "A Systems Approach to Managing Financial Compliance and External Auditor Relationships in Growing Enterprises," 2021.
  28. S. Ragaglia et al., "Industry First Subsea Reentry Multilateral Wells: Case Study," in Abu Dhabi International Petroleum Exhibition and Conference, 2021: SPE, p. D041S117R004.
  29. C. Sahu, R. Kumar, and J. S. Sangwai, "Comprehensive review on exploration and drilling techniques for natural gas hydrate reservoirs," Energy & Fuels, vol. 34, no. 10, pp. 11813-11839, 2020.
  30. M. Kelsey, T. Fanchin, S. Van Der Veen, and M. H. Nesheim, "Multilateral Re-Entry Technology Compounding Benefits and Extending Production Life Past Two Decades," in Offshore Technology Conference, 2022: OTC, p. D041S055R003.
  31. D. Kisina, O.-e. E. Akpe, S. Owoade, B. C. Ubanadu, T. P. Gbenle, and O. S. Adanigbo, "Advances in Continuous Integration and Deployment Workflows across Multi-Team Development Pipelines," environments, vol. 12, p. 13, 2022.
  32. A. Y. Forkuo, E. C. Chianumba, A. Y. Mustapha, D. Osamika, and L. S. Komi, "Advances in digital diagnostics and virtual care platforms for primary healthcare delivery in West Africa," Methodology, vol. 96, no. 71, p. 48, 2022.
  33. L. R. Isi, E. Ogu, P. I. Egbumokei, I. N. Dienagha, and W. N. Digitemie, "Advanced Application of Reservoir Simulation and DataFrac Analysis to Maximize Fracturing Efficiency and Formation Integrity," 2021.
  34. F. O. Onyeke, O. Odujobi, F. E. Adikwu, and T. Y. Elete, "Advancements in the integration and optimization of control systems: Overcoming challenges in DCS, SIS, and PLC deployments for refinery automation," Open Access Res J Multidiscip Stud, vol. 4, no. 2, pp. 94-101, 2022.
  35. L. S. KOMI, E. C. CHIANUMBA, A. YEBOAH, D. O. FORKUO, and A. Y. MUSTAPHA, "Advances in Community-Led Digital Health Strategies for Expanding Access in Rural and Underserved Populations," 2021.
  36. E. C. Chianumba, A. Y. Forkuo, A. Y. Mustapha, D. Osamika, and L. S. Komi, "Advances in Preventive Care Delivery through WhatsApp, SMS, and IVR Messaging in High-Need Populations."
  37. O. S. Adanigbo, D. Kisina, S. Owoade, A. C. Uzoka, and B. Chibunna, "Advances in Secure Session Management for High-Volume Web and Mobile Applications," 2022.
  38. C. C. EZEANOCHIE, S. O. AFOLABI, and O. AKINSOOTO, "Advancing Automation Frameworks for Safety and Compliance in Offshore Operations and Manufacturing Environments," 2022.
  39. O.-e. E. Akpe, A. A. Azubike Collins Mgbame, E. O. Abayomi, and O. O. Adeyelu, "AI-Enabled Dashboards for Micro-Enterprise Profitability Optimization: A Pilot Implementation Study."
  40. O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "Artificial Intelligence Integration in Regulatory Compliance: A Strategic Model for Cybersecurity Enhancement," 2022.
  41. C. Udeh et al., "Assessment of laboratory test request forms for completeness," Age, vol. 287, p. 25.7, 2021.
  42. O. ILORI, C. I. LAWAL, S. C. FRIDAY, N. J. ISIBOR, and E. C. CHUKWUMA-EKE, "Blockchain-Based Assurance Systems: Opportunities and Limitations in Modern Audit Engagements," 2020.
  43. G. O. Osho, "Building Scalable Blockchain Applications: A Framework for Leveraging Solidity and AWS Lambda in Real-World Asset Tokenization."
  44. F. U. Ojika, O. Owobu, O. A. Abieba, O. J. Esan, A. Daraojimba, and B. Ubamadu, "A conceptual framework for AI-driven digital transformation: Leveraging NLP and machine learning for enhanced data flow in retail operations," IRE Journals, vol. 4, no. 9, 2021.
  45. G. O. Osho, J. O. Omisola, and J. O. Shiyanbola, "A Conceptual Framework for AI-Driven Predictive Optimization in Industrial Engineering: Leveraging Machine Learning for Smart Manufacturing Decisions."
  46. A. A. Abayomi, A. C. Uzoka, B. C. Ubanadu, and C. Elizabeth, "A Conceptual Framework for Enhancing Business Data Insights with Automated Data Transformation in Cloud Systems."
  47. L. S. KOMI, E. C. CHIANUMBA, A. YEBOAH, D. O. FORKUO, and A. Y. MUSTAPHA, "A Conceptual Framework for Telehealth Integration in Conflict Zones and Post-Disaster Public Health Responses," 2021.
  48. B. A. Mayienga et al., "A Conceptual Model for Global Risk Management, Compliance, and Financial Governance in Multinational Corporations."
  49. C. O. Okuh, E. O. Nwulu, E. Ogu, P. Ifechukwude, I. N. D. Egbumokei, and W. N. Digitemie, "Creating a Sustainability-Focused Digital Transformation Model for Improved Environmental and Operational Outcomes in Energy Operations."
  50. O. Ilori, C. I. Lawal, S. C. Friday, N. J. Isibor, and E. C. Chukwuma-Eke, "Cybersecurity Auditing in the Digital Age: A Review of Methodologies and Regulatory Implications," Journal of Frontiers in Multidisciplinary Research, vol. 3, no. 1, pp. 174-187, 2022.
  51. E. Ogbuefi, A. C. Mgbame, O.-e. E. Akpe, A. A. Abayomi, and O. O. Adeyelu, "Data Democratization: Making Advanced Analytics Accessible for Micro and Small Enterprises," 2022.
  52. A. Abisoye, J. I. Akerele, P. E. Odio, A. Collins, G. O. Babatunde, and S. D. Mustapha, "A data-driven approach to strengthening cybersecurity policies in government agencies: Best practices and case studies," International Journal of Cybersecurity and Policy Studies.(pending publication).
  53. A. Y. Onifade, J. C. Ogeawuchi, and A. A. Abayomi, "Data-Driven Engagement Framework: Optimizing Client Relationships and Retention in the Aviation Sector."
  54. G. O. Osho, "Decentralized Autonomous Organizations (DAOs): A Conceptual Model for Community-Owned Banking and Financial Governance."
  55. C. O. Okuh, E. O. Nwulu, E. Ogu, P. I. Egbumokei, I. N. Dienagha, and W. N. Digitemie, "Designing a reliability engineering framework to minimize downtime and enhance output in energy production."
  56. O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "Designing Advanced Digital Solutions for Privileged Access Management and Continuous Compliance Monitoring."
  57. O. O. FAGBORE, J. C. OGEAWUCHI, O. ILORI, N. J. ISIBOR, A. ODETUNDE, and B. I. ADEKUNLE, "Developing a Conceptual Framework for Financial Data Validation in Private Equity Fund Operations," 2020.
  58. A. K. Adeleke, T. O. Igunma, and Z. S. Nwokediegwu, "Developing nanoindentation and non-contact optical metrology techniques for precise material characterization in manufacturing," 2022.
  59. J. P. Onoja, O. Hamza, A. Collins, U. B. Chibunna, A. Eweja, and A. I. Daraojimba, "Digital Transformation and Data Governance: Strategies for Regulatory Compliance and Secure AI-Driven Business Operations," J. Front. Multidiscip. Res, vol. 2, no. 1, pp. 43-55, 2021.
  60. D. Bolarinwa, M. Egemba, and M. Ogundipe, "Developing a Predictive Analytics Model for Cost-Effective Healthcare Delivery: A Conceptual Framework for Enhancing Patient Outcomes and Reducing Operational Costs."
  61. A. ODETUNDE, B. I. ADEKUNLE, and J. C. OGEAWUCHI, "Developing Integrated Internal Control and Audit Systems for Insurance and Banking Sector Compliance Assurance," 2021.
  62. A. C. Mgbame, O.-e. E. Akpe, A. A. Abayomi, E. Ogbuefi, and O. O. Adeyelu, "Developing Low-Cost Dashboards for Business Process Optimization in SMEs," 2022.
  63. P. B. Odedeyi, K. Abou-El-Hossein, F. Oyekunle, and A. K. Adeleke, "Effects of machining parameters on Tool wear progression in End milling of AISI 316," Progress in Canadian Mechanical Engineering, vol. 3, 2020.
  64. O. Akinsooto, Electrical energy savings calculation in single phase harmonic distorted systems. University of Johannesburg (South Africa), 2013.
  65. E. O. Alonge, N. L. Eyo-Udo, B. CHIBUNNA, A. I. D. UBANADU, E. D. BALOGUN, and K. O. OGUNSOLA, "Digital Transformation in Retail Banking to Enhance Customer Experience and Profitability," ed, 2021.
  66. V. Attipoe, I. Oyeyipo, D. C. Ayodeji, N. J. Isibor, and B. Apiyo, "Economic Impacts of Employee Well-being Programs: A Review."
  67. E. R. Abumchukwu, O. B. Uche, O. M. Ijeoma, I. O. Ukeje, H. I. Nwachukwu, and O. R. Suzana, "EFFECTIVENESS OF INTERPERSONAL COMMUNICATION IN MITIGATING FEMALE GENITAL MUTILATION IN NWANU NDIEBOR INYIMAGU COMMUNITY IN IZZI LGA OF EBONYI STATE," REVIEW OF AFRICAN EDUCATIONAL STUDIES (RAES), p. 136.
  68. A. Abisoye, C. A. Udeh, and C. A. Okonkwo, "The Impact of AI-Powered Learning Tools on STEM Education Outcomes: A Policy Perspective," Int. J. Multidiscip. Res. Growth Eval, vol. 3, no. 1, pp. 121-127, 2022.
  69. J. Ahmadu et al., "The Impact of Technology Policies on Education and Workforce Development in Nigeria."
  70. J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, and G. I. Tokunbo, "Geosteering Real-Time Geosteering Optimization Using Deep Learning Algorithms Integration of Deep Reinforcement Learning in Real-time Well Trajectory Adjustment to Maximize Reservoir Contact and Productivity."
  71. A. SHARMA, B. I. ADEKUNLE, J. C. OGEAWUCHI, A. A. ABAYOMI, and O. ONIFADE, "Governance Challenges in Cross-Border Fintech Operations: Policy, Compliance, and Cyber Risk Management in the Digital Age," 2021.
  72. O. Akintobi, B. Bamkefa, A. Adejuwon, O. Obayemi, and B. Ologan, "Evaluation of the anti-microbial activities of the extracts of the leaf and stem bark of Alstonia congensis on some human pathogenic bacteria," Advances in Bioscience and Bioengineering, vol. 7, no. 1, 2019.
  73. J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, G. I. T. Olugbemi, and E. Ogu, "Geomechanical Modeling for Safe and Efficient Horizontal Well Placement Analysis of Stress Distribution and Rock Mechanics to Optimize Well Placement and Minimize Drilling Risks in Geosteering Operations."
  74. A. A. Abayomi, A. C. Mgbame, O.-E. E. Akpe, E. Ogbuefi, and O. O. Adeyelu, "Empowering Local Economies: A Scalable Model for SME Data Integration and Performance Tracking."
  75. O. ILORI, C. I. LAWAL, S. C. FRIDAY, N. J. ISIBOR, and E. C. CHUKWUMA-EKE, "Enhancing Auditor Judgment and Skepticism through Behavioral Insights: A Systematic Review," 2021.
  76. E. O. Alonge, N. L. Eyo-Udo, B. C. Ubanadu, A. I. Daraojimba, E. D. Balogun, and K. O. Ogunsola, "Enhancing data security with machine learning: A study on fraud detection algorithms," Journal of Data Security and Fraud Prevention, vol. 7, no. 2, pp. 105-118, 2021.
  77. J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A Systems-Based Framework for ISO 9000 Compliance: Applying Statistical Quality Control and Continuous Improvement Tools in US Manufacturing."
  78. O. Awoyemi, F. A. Atobatele, and C. A. Okonkwo, "Teaching Conflict Resolution and Corporate Social Responsibility (CSR) in High Schools: Preparing Students for Socially Responsible Leadership."
  79. F. O. Onyeke, O. Odujobi, F. E. Adikwu, and T. Y. Elete, "Innovative approaches to enhancing functional safety in Distributed Control Systems (DCS) and Safety Instrumented Systems (SIS) for oil and gas applications. Open Access Research Journal of Multidisciplinary Studies, 3 (1)," Open Access Research Journal of Multidisciplinary Studies, vol. 3, no. 1, pp. 106-112, 2022.
  80. E. O. Alonge, N. L. Eyo-Udo, B. C. Ubanadu, A. I. Daraojimba, E. D. Balogun, and K. Olusola, "Innovative Business Development Framework for Capturing and Sustaining Growth in Emerging and Niche Markets," World, vol. 2579, p. 0544.
  81. A. E. Onalaja and B. O. Otokiti, "Women’s leadership in marketing and media: overcoming barriers and creating lasting industry impact," Journal of Advanced Education and Sciences, vol. 2, no. 1, pp. 38-51, 2022.
  82. P. Chima, J. Ahmadu, and O. G. Folorunsho, "Implementation of digital integrated personnel and payroll information system: Lesson from Kenya, Ghana and Nigeria," Governance and Management Review, vol. 4, no. 2, 2021.
  83. P. Chima and J. Ahmadu, "Implementation of resettlement policy strategies and community members' felt-need in the federal capital territory, Abuja, Nigeria," Academic journal of economic studies, vol. 5, no. 1, pp. 63-73, 2019.
  84. J. O. Omisola, E. A. Etukudoh, O. K. Okenwa, and G. I. Tokunbo, "Innovating Project Delivery and Piping Design for Sustainability in the Oil and Gas Industry: A Conceptual Framework," perception, vol. 24, pp. 28-35, 2020.
  85. M. O. Kanu, P. I. Egbumokei, E. Ogu, W. N. Digitemie, and I. N. Dienagha, "Low-Carbon Transition Models for Greenfield Gas Projects: A Roadmap for Emerging Energy Markets," 2022.
  86. A. K. Adeleke, T. O. Igunma, and Z. S. Nwokediegwu, "Modeling advanced numerical control systems to enhance precision in next-generation coordinate measuring machine," International Journal of Multidisciplinary Research and Growth Evaluation, vol. 2, no. 1, pp. 638-649, 2021.
  87. G. O. Osho, J. O. Omisola, and J. O. Shiyanbola, "An Integrated AI-Power BI Model for Real-Time Supply Chain Visibility and Forecasting: A Data-Intelligence Approach to Operational Excellence."
  88. E. O. Alonge, N. L. Eyo-Udo, B. C. Ubanadu, A. I. Daraojimba, E. D. Balogun, and K. O. Ogunsola, "Integrated framework for enhancing sales enablement through advanced CRM and analytics solutions."
  89. C. O. Okuh, E. O. Nwulu, E. Ogu, P. Ifechukwude, I. N. D. Egbumokei, and W. N. Digitemie, "An Integrated Lean Six Sigma Model for Cost Optimization in Multinational Energy Operations."
  90. U. S. Nwabekee, F. Okpeke, and A. E. Onalaja, "Technology in Operations: A Systematic Review of Its Role in Enhancing Efficiency and Customer Satisfaction."
  91. O. M. Oluoha, A. Odeshina, O. Reis, F. Okpeke, V. Attipoe, and O. H. Orieno, "A Unified Framework for Risk-Based Access Control and Identity Management in Compliance-Critical Environments," 2022.
  92. A. SHARMA, B. I. ADEKUNLE, J. C. OGEAWUCHI, A. A. ABAYOMI, and O. ONIFADE, "IoT-enabled Predictive Maintenance for Mechanical Systems: Innovations in Real-time Monitoring and Operational Excellence," 2019.
  93. O. E. Adesemoye, E. C. Chukwuma-Eke, C. I. Lawal, N. J. Isibor, A. O. Akintobi, and F. S. Ezeh, "Integrating Digital Currencies into Traditional Banking to Streamline Transactions and Compliance."
  94. E. O. Nwulu, T. Y. Elete, O. V. Erhueh, O. A. Akano, and A. T. Aderamo, "Integrative project and asset management strategies to maximize gas production: A review of best practices," World Journal of Advanced Science and Technology, vol. 2, no. 2, pp. 18-33, 2022.
  95. L. R. Isi, E. Ogu, P. I. Egbumokei, I. N. Dienagha, and W. N. Digitemie, "Pioneering Eco-Friendly Fluid Systems and Waste Minimization Strategies in Fracturing and Stimulation Operations," 2021.
  96. O. O. Fagbore, J. C. Ogeawuchi, O. Ilori, N. J. Isibor, A. Odetunde, and B. I. Adekunle, "Predictive Analytics for Portfolio Risk Using Historical Fund Data and ETL-Driven Processing Models," 2022.
  97. O. O. Fagbore, J. C. Ogeawuchi, O. Ilori, N. J. Isibor, A. Odetunde, and B. I. Adekunle, "Optimizing Client Onboarding Efficiency Using Document Automation and Data-Driven Risk Profiling Models," 2022.
  98. M. O. Kanu, I. N. Dienagha, W. N. Digitemie, E. Ogu, and P. I. Egbumokei, "Optimizing Oil Production through Agile Project Execution Frameworks in Complex Energy Sector Challenges," 2022.
  99. B. C. Ubamadu, D. Bihani, A. I. Daraojimba, G. O. Osho, J. O. Omisola, and E. A. Etukudoh, "Optimizing Smart Contract Development: A Practical Model for Gasless Transactions via Facial Recognition in Blockchain," 2022.
  100. J. O. Omisola, J. O. Shiyanbola, and G. O. Osho, "A Predictive Quality Assurance Model Using Lean Six Sigma: Integrating FMEA, SPC, and Root Cause Analysis for Zero-Defect Production Systems."
  101. N. J. Isibor, V. Attipoe, I. Oyeyipo, D. C. Ayodeji, and B. Apiyo, "Proposing Innovative Human Resource Policies for Enhancing Workplace Diversity and Inclusion."
  102. U. S. Nwabekee, F. Okpeke, and A. E. Onalaja, "Modeling AI-Enhanced Customer Experience: The Role of Chatbots and Virtual Assistants in Contemporary Marketing."
  103. D. C. Ayodeji, I. Oyeyipo, M. O. Nwaozomudoh, N. J. Isibor, E. A. B. A. M. Obianuju, and C. Onwuzulike, "Modeling the Future of Finance: Digital Transformation, Fintech Innovations, Market Adaptation, and Strategic Growth."
  104. E. Ogbuefi, A. C. Mgbame, O.-E. E. Akpe, A. A. Abayomi, and O. O. Adeyelu, "Operationalizing SME Growth through Real-Time Data Visualization and Analytics."

Publication Details

Published in : Volume 5 | Issue 3 | May-June 2022
Date of Publication : 2022-06-30
License:  This work is licensed under a Creative Commons Attribution 4.0 International License.
Page(s) : 153-165
Manuscript Number : GISRRJ225321
Publisher : Technoscience Academy

ISSN : 2582-0095

Cite This Article :

Joshua Emeka Ozor, Oludayo Sofoluwe, Dazok Donald Jambol, "Integrated Field Development Planning and Drilling Engineering: A Model for Reserves Growth and Appraisal-to-Production Transition", Gyanshauryam, International Scientific Refereed Research Journal (GISRRJ), ISSN : 2582-0095, Volume 5, Issue 3, pp.153-165, May-June.2022
URL : https://gisrrj.com/GISRRJ225321

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